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集合主题趋势排行榜
#

sparse

Website
Wikipedia
https://static.github-zh.com/github_avatars/guoguibing?size=40
guoguibing / librec

LibRec: A Leading Java Library for Recommender Systems, see

recommender-systemsrecommendation-algorithmscollaborative-filteringmatrix-factorizationrecommendersystemsfactorizationMatrixtensorcollaborativefilteringsparseJava
Java 3.26 k
2 年前
https://static.github-zh.com/github_avatars/tensor-compiler?size=40
tensor-compiler / taco

The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs

tensortensor-algebralinear-algebraLibrarycode-generatorsparse
C++ 1.3 k
2 个月前
https://static.github-zh.com/github_avatars/greg7mdp?size=40
greg7mdp / sparsepp

A fast, memory efficient hash map for C++

hash-tablessparse-containersunorderedsparsehashhashmaphashhash-mapsparse
C++ 1.28 k
1 个月前
https://static.github-zh.com/github_avatars/rusty1s?size=40
rusty1s / pytorch_sparse

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

PyTorchsparseautograd
Python 1.07 k
16 天前
https://static.github-zh.com/github_avatars/rapidsai?size=40
rapidsai / raft

#大语言模型#RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-accelerated and form building blocks for more easily writing hig...

annsclusteringCUDAdistancegpuinformation-retrievallinear-algebra大语言模型机器学习nearest-neighborsprimitivessolverssparse统计vector-searchvector-similarityvector-store
Cuda 897
4 天前
https://static.github-zh.com/github_avatars/libxsmm?size=40
libxsmm / libxsmm

#计算机科学#Library for specialized dense and sparse matrix operations, and deep learning primitives.

jitsimdavx512机器学习sparseblasmatrix-multiplicationbfloat16avx2avxssevectorintelMatrixtensorconvolutionamxFortran
C 878
11 天前
https://static.github-zh.com/github_avatars/naver?size=40
naver / splade

#自然语言处理#SPLADE: sparse neural search (SIGIR21, SIGIR22)

bertinformation-retrieval自然语言处理spladesparse
Python 855
1 年前
https://static.github-zh.com/github_avatars/Santosh-Gupta?size=40
Santosh-Gupta / SpeedTorch

#自然语言处理#Library for faster pinned CPU <-> GPU transfer in Pytorch

cpu-pinned-tensorspytorch-variablesgpu-transfercuda-variablescupydata-transferpytorch-tensorscuda-tensorsembeddings-trainedPyTorchembeddingsCUDAsparse机器学习自然语言处理gpu
Python 685
5 年前
https://static.github-zh.com/github_avatars/thewhiteninja?size=40
thewhiteninja / ntfstool

Forensics tool for NTFS (parser, mft, bitlocker, deleted files)

diskbitlockergptntfsParserlogfilesparsesmartmbrbtreeefs
C++ 520
2 年前
https://static.github-zh.com/github_avatars/rapidsai?size=40
rapidsai / cuvs

#大语言模型#cuVS - a library for vector search and clustering on the GPU

annsclusteringCUDAdistancegpuinformation-retrieval大语言模型机器学习nearest-neighborssimilarity-searchsparse统计vector-searchvector-similarityvector-store
Cuda 439
5 天前
https://static.github-zh.com/github_avatars/megvii-research?size=40
megvii-research / Sparsebit

#计算机科学#A model compression and acceleration toolbox based on pytorch.

深度学习post-training-quantizationpruningquantizationquantization-aware-trainingsparsetensorrt
Python 331
1 年前
https://static.github-zh.com/github_avatars/JuliaDiff?size=40
JuliaDiff / FiniteDiff.jl

Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support

hessiansderivativesgradientsJulia 语言fastgpusparse-matrixsparsecoloring
Julia 267
4 个月前
https://static.github-zh.com/github_avatars/lmxyy?size=40
lmxyy / sige

[NeurIPS 2022, T-PAMI 2023] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

gansaccelerationconditional-ganconditional-gansddpmdiffusion-modelsgauganimage-editingsparsesparse-convolution
Python 265
1 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / rag-experiment-accelerator

#大语言模型#The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

chunkingembeddingragevaluationexperimentinformation-retrievalopenaiAzuregenai大语言模型indexingsparsevectors
Python 255
2 个月前
https://static.github-zh.com/github_avatars/tiktok?size=40
tiktok / sparo

Sparo optimizes performance of Git operations for your large frontend monorepo.

checkoutGitmonorepooptimizationpnpmrushsparse
TypeScript 241
3 个月前
https://static.github-zh.com/github_avatars/vene?size=40
vene / sparse-structured-attention

#计算机科学#Sparse and structured neural attention mechanisms

attention-mechanismattention-mechanisms深度学习深度神经网络sparsitysparsesegmentation
Python 223
5 年前
https://static.github-zh.com/github_avatars/open2c?size=40
open2c / cooler

A cool place to store your Hi-C

hdf5PythonsparsegenomicsBioinformaticsfile-formatngs
Python 216
6 天前
https://static.github-zh.com/github_avatars/finch-tensor?size=40
finch-tensor / Finch.jl

Sparse and Structured Tensor Compiler

arraysdslJulia 语言tensorssparse编译器graphslinear-algebra
Julia 208
10 天前
https://static.github-zh.com/github_avatars/marakeby?size=40
marakeby / pnet_prostate_paper

P-NET, Biologically informed deep neural network for prostate cancer classification and discovery

sparseexplainabilitycancer
HTML 151
4 年前
https://static.github-zh.com/github_avatars/cair?size=40
cair / tmu

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, T...

tsetlin-machineconvolutionregressionpattern-recognitionpropositional-logicCUDAgpuincrementalautoencoderincremental-computationsparse
Python 147
1 个月前
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